{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "## Matplotlib线条\n",
    "### 线条样式\n",
    "使用关键字参数 linestyle, 或简写方式 ls, 来改变绘制的线条的样式\n",
    "\n",
    "样式\t                    简写\n",
    "'solid' (default)\t    '-'\n",
    "'dotted'\t            ':'\n",
    "'dashed'\t            '--'\n",
    "'dashdot'\t            '-.'\n",
    "'None'\t              '' or ' '"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Dotted点线绘制\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "# plt.plot(y, linestyle='dotted')\n",
    "plt.plot(y, linestyle=':')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# dashed点线绘制\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y, linestyle='dashed')\n",
    "# plt.plot(y, linestyle='--')   # 简写\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 线条颜色\n",
    "使用关键字参数 color 或者简写方式 c 来设置线条的颜色"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置线条为红色\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y, linestyle='-.', color='r')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 线条宽度\n",
    "使用关键字参数 linewidth 或者简写方式 lw 来改变线条的宽度。该值为浮点数"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制20.5pt宽度的线条\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y, linestyle='-', color='r', linewidth=20.5)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 多线条\n",
    "只需添加 plt.plot() 函数，即可绘制任意多条线"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 通过plt.plot() 函数为每条线条指定样式,绘制两条线\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y1 = np.array([3, 8, 1, 10])\n",
    "y2 = np.array([6, 2, 9, 11])\n",
    "\n",
    "# plt.plot(y1, linestyle='-', color='r', linewidth=2.0)\n",
    "# plt.plot(y2, linestyle='--', color='y', linewidth=5.0)\n",
    "\n",
    "plt.plot(y1, label='red')\n",
    "plt.plot(y2, label='blue')\n",
    "plt.legend()\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 通过指定两条线的x点和y点绘制两条线\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "x = np.arange(4)\n",
    "y1 = np.array([3, 8, 1, 10])\n",
    "y2 = np.array([6, 2, 9, 11])\n",
    "\n",
    "plt.plot(x, y1, x, y2)\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}